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Thermal Crosstalk Analysis in ReRAM Passive Crossbar Arrays
Journal
Proceedings of the IEEE International Conference on VLSI Design
ISSN
10639667
Date Issued
2024-01-01
Author(s)
Abstract
As the packing density of resistive random access memory (ReRAM) devices increases, the effect of thermal crosstalk across the devices in a crossbar array arrangement influences their overall operation significantly. The electro-thermal effects in a densely packed ReRAM crossbar can accelerate the retention and endurance degradation; hence poses a serious reliability threat. This paper systematically investigates the electro-thermal effects in passive ReRAM crossbar arrays using COMSOL multi-physics simulations. Furthermore, we propose a methodology to model the thermal cross-talk effect and incorporate it in a SPICE-compatible physics-based ReRAM compact model. Finally, we demonstrate the impact of thermal coupling on ReRAM crossbar array operation in terms of vector-matrix multiplication using calibrated SPICE simulations.
Subjects